Mathematical Morphology in Image Processing

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CRC Press, Sep 25, 1992 - Technology & Engineering - 552 pages
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Presents the statistical analysis of morphological filters and their automatic optical design, the development of morphological features for image signatures, and the design of efficient morphological algorithms. Extends the morphological paradigm to include other branches of science and mathematics.;This book is designed to be of interest to optical, electrical and electronics, and electro-optic engineers, including image processing, signal processing, machine vision, and computer vision engineers, applied mathematicians, image analysts and scientists and graduate-level students in image processing and mathematical morphology courses.
 

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Contents

Training Structuring Elements in Morphological Networks
1
Efficient Design Strategies for the Optimal Binary Digital Morphological Filter Probabilities Constraints and StructuringElement Libraries
43
Statistical Properties of Discrete Morphological Filters
93
Morphological Analysis of Pavement Surface Condition
121
On Two Inverse Problems in Mathematical Morphology
151
Graph Morphology in Image Analysis
171
Mathematical Morphology with Noncommutative Symmetry Groups
205
Morphological Algorithms
255
Discrete HalfPlane Morphology for Restricted Domains
289
On a Distance Function Approach for GrayLevel Mathematical Morphology
323
Invariant Characterizations and Pseudocharacterizations of Finite Multidimensional Sets Based on Mathematical Morphology
351
The Morphological Approach to Segmentation The Watershed Transformation
433
Anamorphoses and Function Lattices Multivalued Morphology
483
Index
525
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